Elephant in the Fridge: Constant-Memory Frame Packing for Long Video Understanding Paper • 2610.16118 • Published 6 days ago • 22
Contextual Correction of Parallel Drafts for Speculative Decoding Paper • 2610.12570 • Published 10 days ago • 35
Surfing the Activation Wave: Analyzing the Information and Geometry of LLM Hidden States for Speculative Decoding Paper • 2610.12939 • Published 9 days ago • 17
One Model to Loop Them All: Elastic Latent Recurrence for Language Models Paper • 2610.12582 • Published 10 days ago • 15
Opera: A Verbal Critic Framework for Long-horizon Coding Agents Paper • 2609.33987 • Published 10 days ago • 18
HiPLEX: Hierarchical Policy Factorization for Full Duplex Speech Language Models Paper • 2610.07727 • Published 12 days ago • 17
RealtimeWAM: One-Step Asynchronous World Action Models Paper • 2610.06617 • Published 13 days ago • 24
QuantWM: Temporally Consistent 2-Bit KV Cache Quantization for Video World Models Paper • 2609.26425 • Published 20 days ago • 23
Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents Paper • 2610.01892 • Published 17 days ago • 38
SlimWise: Decoupling Expert Pruning Across Prefill and Decode for Efficient MoE Serving Paper • 2609.34117 • Published 20 days ago • 25
Learning Functional Subspaces for Neural Network Compression Paper • 2609.40127 • Published 18 days ago • 25
Making LLMs Say What They Think: Measuring and Improving CoT-Interpretability Alignment Paper • 2609.38972 • Published 18 days ago • 29
HLA-WM: Hybrid Linear Attention for Long-Horizon Video World Models Paper • 2610.05739 • Published 13 days ago • 21
Towards Looped Models Done Right, Part II: Rethinking at Fixed Points Paper • 2610.06833 • Published 13 days ago • 35
ProgressCompass: Embodied Progress Reward Models Are Lost Without the Right Context Paper • 2609.36684 • Published 19 days ago • 20
Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs Paper • 2609.32259 • Published 19 days ago • 103
On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics Paper • 2609.35259 • Published 20 days ago • 205
WUSH-KV: KV Cache Quantization with Data-Adaptive Transforms Paper • 2609.38121 • Published 19 days ago • 27
OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software Paper • 2609.39903 • Published 18 days ago • 64
RGBD20K: A Large-Scale Benchmark for RGB-D Semantic Segmentation Paper • 2609.29028 • Published 24 days ago • 16